Pascal Germain - Researcher Profile | RDL Research Database

Publications

3 shown

A PAC-Bayesian Approach for Domain Adaptation with Specialization to Linear Classifiers

Pascal Germain , Amaury Habrard , François Laviolette +1 more

HAL is a multi-disciplinary open access archive for the deposit and dissemination of sci-entific research documents, whether they are pub-lished or not. The documents may come f...

2015 93 citations

Domain-Adversarial Neural Networks

Hana Ajakan , Pascal Germain , Hugo Larochelle +2 more

We introduce a new representation learning algorithm suited to the context of domain adaptation, in which data at training and test time come from similar but different distribu...

2014 arXiv (Cornell University) 246 citations

Domain-Adversarial Training of Neural Networks

Yaroslav Ganin , Evgeniya Ustinova , Hana Ajakan +5 more

2017 Advances in computer vision and patte... 7406 citations

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ORCID: 0000-0003-3998-9533

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